Cloud Machine Learning LLM Serving Senior engineer

Company :

Qualcomm India Private Limited

Job Area :

Engineering Group, Engineering Group >

Software Engineering

General Summary : Job Overview :

The Qualcomm Cloud Computing team is developing hardware and software for Machine Learning solutions spanning the data center, edge, infrastructure, automotive market. We are seeking ambitious, bright, and innovative engineers with experience in machine learning framework development. Job activities span the whole product life cycle from early design to commercial deployment. The environment is fast-paced and requires cross-functional interaction daily so good communication, planning and execution skills are a must.

Key Responsibilities

• Improve and optimize key Deep Learning models on Qualcomm AI 100.
• Build deep learning framework extensions for Qualcomm AI 100 in upstream open-source repositories.
• Implement Kernels for AI workloads
• Collaborate and interact with internal teams to analyze and optimize training and inference for deep learning.
• Build software tools and ecosystem around AI SW Stack.
• Work on vLLM, Triton, ExecuTorch, Inductor, TorchDynamo to build abstraction layers for inference accelerator.
• Optimize workloads for both scale-up (multi-SoC) and scale-out (multi-card) systems.
• Optimize the entire deep learning pipeline including graph compiler integration.
• Apply knowledge of software engineering best practices.

Desirable Skills and Aptitudes

Qualifications :

Minimum Qualifications :

OR

Master's degree in Engineering, Information Systems, Computer Science, or related field and 1+ year of Software Engineering or related work experience.

OR

PhD in Engineering, Information Systems, Computer Science, or related field.

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